SA — Module 4 of 8
Data Architecture
Data architecture is where most solution designs break down at scale. This module teaches you to design data layers that survive growth — and Portfolio Project 2 gives you a production-grade data pipeline design to add to your portfolio.
Lessons: 4.1 Data Modeling for Scale · 4.2 Data Lake vs. Data Warehouse vs. Lakehouse · 4.3 Streaming Pipelines (Kafka, Kinesis) · 4.4 Batch Processing Architecture · 4.5 Analytics Architecture Design · 4.6 Data Governance Fundamentals · 4.7 OLTP vs. OLAP Design Decisions
Portfolio Project 2: Design a real-time analytics data pipeline for a high-volume SaaS platform